Overview

Dataset statistics

Number of variables46
Number of observations10000
Missing cells72436
Missing cells (%)15.7%
Duplicate rows8816
Duplicate rows (%)88.2%
Total size in memory3.5 MiB
Average record size in memory368.0 B

Variable types

CAT37
NUM9

Reproduction

Analysis started2020-09-09 18:05:06.272329
Analysis finished2020-09-09 18:05:44.433558
Duration38.16 seconds
Versionpandas-profiling v2.8.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download configurationconfig.yaml

Warnings

Dataset has 8816 (88.2%) duplicate rows Duplicates
SOCIAL_ASSISTANCE_BENEFIT_AMOUNT_2020_02_01 is highly correlated with SOCIAL_ASSISTANCE_BENEFIT_AMOUNT_2020_01_01 and 7 other fieldsHigh correlation
SOCIAL_ASSISTANCE_BENEFIT_AMOUNT_2020_01_01 is highly correlated with SOCIAL_ASSISTANCE_BENEFIT_AMOUNT_2020_02_01 and 7 other fieldsHigh correlation
SOCIAL_ASSISTANCE_BENEFIT_AMOUNT_2020_03_01 is highly correlated with SOCIAL_ASSISTANCE_BENEFIT_AMOUNT_2020_01_01 and 7 other fieldsHigh correlation
SOCIAL_ASSISTANCE_BENEFIT_AMOUNT_2020_04_01 is highly correlated with SOCIAL_ASSISTANCE_BENEFIT_AMOUNT_2020_01_01 and 7 other fieldsHigh correlation
SOCIAL_ASSISTANCE_BENEFIT_AMOUNT_2020_05_01 is highly correlated with SOCIAL_ASSISTANCE_BENEFIT_AMOUNT_2020_01_01 and 7 other fieldsHigh correlation
SOCIAL_ASSISTANCE_BENEFIT_AMOUNT_2020_06_01 is highly correlated with SOCIAL_ASSISTANCE_BENEFIT_AMOUNT_2020_01_01 and 7 other fieldsHigh correlation
SOCIAL_ASSISTANCE_BENEFIT_AMOUNT_2020_07_01 is highly correlated with SOCIAL_ASSISTANCE_BENEFIT_AMOUNT_2020_01_01 and 7 other fieldsHigh correlation
SOCIAL_ASSISTANCE_BENEFIT_AVG_AMOUNT_2020 is highly correlated with SOCIAL_ASSISTANCE_BENEFIT_AMOUNT_2020_01_01 and 7 other fieldsHigh correlation
SOCIAL_ASSISTANCE_BENEFIT_TOTAL_AMOUNT_2020 is highly correlated with SOCIAL_ASSISTANCE_BENEFIT_AMOUNT_2020_01_01 and 7 other fieldsHigh correlation
EMPLOYMENT_STABILITY_2020_02_01 is highly correlated with EMPLOYMENT_STABILITY_2020_01_01 and 5 other fieldsHigh correlation
EMPLOYMENT_STABILITY_2020_01_01 is highly correlated with EMPLOYMENT_STABILITY_2020_02_01 and 5 other fieldsHigh correlation
EMPLOYMENT_STABILITY_2020_03_01 is highly correlated with EMPLOYMENT_STABILITY_2020_01_01 and 5 other fieldsHigh correlation
EMPLOYMENT_STABILITY_2020_04_01 is highly correlated with EMPLOYMENT_STABILITY_2020_01_01 and 5 other fieldsHigh correlation
EMPLOYMENT_STABILITY_2020_05_01 is highly correlated with EMPLOYMENT_STABILITY_2020_01_01 and 5 other fieldsHigh correlation
EMPLOYMENT_STABILITY_2020_06_01 is highly correlated with EMPLOYMENT_STABILITY_2020_01_01 and 5 other fieldsHigh correlation
EMPLOYMENT_STABILITY_2020_07_01 is highly correlated with EMPLOYMENT_STABILITY_2020_01_01 and 5 other fieldsHigh correlation
ENTREPRENEURSHIP_LEVEL_2020_02_01 is highly correlated with ENTREPRENEURSHIP_LEVEL_2020_01_01 and 5 other fieldsHigh correlation
ENTREPRENEURSHIP_LEVEL_2020_01_01 is highly correlated with ENTREPRENEURSHIP_LEVEL_2020_02_01 and 5 other fieldsHigh correlation
ENTREPRENEURSHIP_LEVEL_2020_03_01 is highly correlated with ENTREPRENEURSHIP_LEVEL_2020_01_01 and 5 other fieldsHigh correlation
ENTREPRENEURSHIP_LEVEL_2020_04_01 is highly correlated with ENTREPRENEURSHIP_LEVEL_2020_01_01 and 5 other fieldsHigh correlation
ENTREPRENEURSHIP_LEVEL_2020_05_01 is highly correlated with ENTREPRENEURSHIP_LEVEL_2020_01_01 and 5 other fieldsHigh correlation
ENTREPRENEURSHIP_LEVEL_2020_06_01 is highly correlated with ENTREPRENEURSHIP_LEVEL_2020_01_01 and 5 other fieldsHigh correlation
ENTREPRENEURSHIP_LEVEL_2020_07_01 is highly correlated with ENTREPRENEURSHIP_LEVEL_2020_01_01 and 5 other fieldsHigh correlation
SOCIAL_ASSISTANCE_BENEFIT_2020_02_01 is highly correlated with SOCIAL_ASSISTANCE_BENEFIT_2020_01_01 and 6 other fieldsHigh correlation
SOCIAL_ASSISTANCE_BENEFIT_2020_01_01 is highly correlated with SOCIAL_ASSISTANCE_BENEFIT_2020_02_01 and 6 other fieldsHigh correlation
SOCIAL_ASSISTANCE_BENEFIT_2020_03_01 is highly correlated with SOCIAL_ASSISTANCE_BENEFIT_2020_01_01 and 6 other fieldsHigh correlation
SOCIAL_ASSISTANCE_BENEFIT_2020_04_01 is highly correlated with SOCIAL_ASSISTANCE_BENEFIT_2020_01_01 and 6 other fieldsHigh correlation
SOCIAL_ASSISTANCE_BENEFIT_2020_05_01 is highly correlated with SOCIAL_ASSISTANCE_BENEFIT_2020_01_01 and 6 other fieldsHigh correlation
SOCIAL_ASSISTANCE_BENEFIT_2020_06_01 is highly correlated with SOCIAL_ASSISTANCE_BENEFIT_2020_01_01 and 6 other fieldsHigh correlation
SOCIAL_ASSISTANCE_BENEFIT_2020_07_01 is highly correlated with SOCIAL_ASSISTANCE_BENEFIT_2020_01_01 and 6 other fieldsHigh correlation
SOCIAL_ASSISTANCE_BENEFIT is highly correlated with SOCIAL_ASSISTANCE_BENEFIT_2020_01_01 and 6 other fieldsHigh correlation
MAXIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_01_01 is highly correlated with MINIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_01_01 and 12 other fieldsHigh correlation
MINIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_01_01 is highly correlated with MAXIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_01_01 and 12 other fieldsHigh correlation
MINIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_02_01 is highly correlated with MINIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_01_01 and 12 other fieldsHigh correlation
MAXIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_02_01 is highly correlated with MINIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_01_01 and 12 other fieldsHigh correlation
MINIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_03_01 is highly correlated with MINIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_01_01 and 12 other fieldsHigh correlation
MAXIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_03_01 is highly correlated with MINIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_01_01 and 12 other fieldsHigh correlation
MINIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_04_01 is highly correlated with MINIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_01_01 and 12 other fieldsHigh correlation
MAXIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_04_01 is highly correlated with MINIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_01_01 and 12 other fieldsHigh correlation
MINIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_05_01 is highly correlated with MINIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_01_01 and 12 other fieldsHigh correlation
MAXIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_05_01 is highly correlated with MINIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_01_01 and 12 other fieldsHigh correlation
MINIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_06_01 is highly correlated with MINIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_01_01 and 12 other fieldsHigh correlation
MAXIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_06_01 is highly correlated with MINIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_01_01 and 12 other fieldsHigh correlation
MINIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_07_01 is highly correlated with MINIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_01_01 and 12 other fieldsHigh correlation
MAXIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_07_01 is highly correlated with MINIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_01_01 and 12 other fieldsHigh correlation
SOCIAL_ASSISTANCE_BENEFIT_AMOUNT_2020_01_01 has 9085 (90.8%) missing values Missing
SOCIAL_ASSISTANCE_BENEFIT_AMOUNT_2020_02_01 has 9082 (90.8%) missing values Missing
SOCIAL_ASSISTANCE_BENEFIT_AMOUNT_2020_03_01 has 9082 (90.8%) missing values Missing
SOCIAL_ASSISTANCE_BENEFIT_AMOUNT_2020_04_01 has 9075 (90.8%) missing values Missing
SOCIAL_ASSISTANCE_BENEFIT_AMOUNT_2020_05_01 has 9031 (90.3%) missing values Missing
SOCIAL_ASSISTANCE_BENEFIT_AMOUNT_2020_06_01 has 9027 (90.3%) missing values Missing
SOCIAL_ASSISTANCE_BENEFIT_AMOUNT_2020_07_01 has 9027 (90.3%) missing values Missing
SOCIAL_ASSISTANCE_BENEFIT_AVG_AMOUNT_2020 has 9027 (90.3%) missing values Missing
SOCIAL_ASSISTANCE_BENEFIT_TOTAL_AMOUNT_2020 has 9027 (90.3%) zeros Zeros

Variables

STATE
Categorical

Distinct count27
Unique (%)0.3%
Missing0
Missing (%)0.0%
Memory size78.1 KiB
SP
3001
DF
872
MG
866
RJ
853
RN
 
562
Other values (22)
3846
ValueCountFrequency (%) 
SP300130.0%
 
DF8728.7%
 
MG8668.7%
 
RJ8538.5%
 
RN5625.6%
 
MA4824.8%
 
SC4654.7%
 
RS3923.9%
 
PR3433.4%
 
BA3013.0%
 
Other values (17)186318.6%
 

Length

Max length2
Median length2
Mean length1.9434
Min length0

EMPLOYMENT_STABILITY_2020_01_01
Categorical

HIGH CORRELATION

Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size78.1 KiB
extremamente baixa
9665
extremamente alta
 
334
U
 
1
ValueCountFrequency (%) 
extremamente baixa966596.7%
 
extremamente alta3343.3%
 
U1< 0.1%
 

Length

Max length18
Median length18
Mean length17.9649
Min length1

EMPLOYMENT_STABILITY_2020_02_01
Categorical

HIGH CORRELATION

Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size78.1 KiB
extremamente baixa
9665
extremamente alta
 
334
U
 
1
ValueCountFrequency (%) 
extremamente baixa966596.7%
 
extremamente alta3343.3%
 
U1< 0.1%
 

Length

Max length18
Median length18
Mean length17.9649
Min length1

EMPLOYMENT_STABILITY_2020_03_01
Categorical

HIGH CORRELATION

Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size78.1 KiB
extremamente baixa
9665
extremamente alta
 
334
U
 
1
ValueCountFrequency (%) 
extremamente baixa966596.7%
 
extremamente alta3343.3%
 
U1< 0.1%
 

Length

Max length18
Median length18
Mean length17.9649
Min length1

EMPLOYMENT_STABILITY_2020_04_01
Categorical

HIGH CORRELATION

Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size78.1 KiB
extremamente baixa
9665
extremamente alta
 
334
U
 
1
ValueCountFrequency (%) 
extremamente baixa966596.7%
 
extremamente alta3343.3%
 
U1< 0.1%
 

Length

Max length18
Median length18
Mean length17.9649
Min length1

EMPLOYMENT_STABILITY_2020_05_01
Categorical

HIGH CORRELATION

Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size78.1 KiB
extremamente baixa
9665
extremamente alta
 
334
U
 
1
ValueCountFrequency (%) 
extremamente baixa966596.7%
 
extremamente alta3343.3%
 
U1< 0.1%
 

Length

Max length18
Median length18
Mean length17.9649
Min length1

EMPLOYMENT_STABILITY_2020_06_01
Categorical

HIGH CORRELATION

Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size78.1 KiB
extremamente baixa
9665
extremamente alta
 
334
U
 
1
ValueCountFrequency (%) 
extremamente baixa966596.7%
 
extremamente alta3343.3%
 
U1< 0.1%
 

Length

Max length18
Median length18
Mean length17.9649
Min length1

EMPLOYMENT_STABILITY_2020_07_01
Categorical

HIGH CORRELATION

Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size78.1 KiB
extremamente baixa
9665
extremamente alta
 
334
U
 
1
ValueCountFrequency (%) 
extremamente baixa966596.7%
 
extremamente alta3343.3%
 
U1< 0.1%
 

Length

Max length18
Median length18
Mean length17.9649
Min length1

ENTREPRENEURSHIP_LEVEL_2020_01_01
Categorical

HIGH CORRELATION

Distinct count7
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size78.1 KiB
extremamente baixa
8178
extremamente alta
 
715
média baixa
 
566
muito baixa
 
461
média alta
 
60
Other values (2)
 
20
ValueCountFrequency (%) 
extremamente baixa817881.8%
 
extremamente alta7157.1%
 
média baixa5665.7%
 
muito baixa4614.6%
 
média alta600.6%
 
alta120.1%
 
baixa80.1%
 

Length

Max length18
Median length18
Mean length17.1344
Min length4

ENTREPRENEURSHIP_LEVEL_2020_02_01
Categorical

HIGH CORRELATION

Distinct count7
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size78.1 KiB
extremamente baixa
8178
extremamente alta
 
715
média baixa
 
566
muito baixa
 
461
média alta
 
60
Other values (2)
 
20
ValueCountFrequency (%) 
extremamente baixa817881.8%
 
extremamente alta7157.1%
 
média baixa5665.7%
 
muito baixa4614.6%
 
média alta600.6%
 
alta120.1%
 
baixa80.1%
 

Length

Max length18
Median length18
Mean length17.1344
Min length4

ENTREPRENEURSHIP_LEVEL_2020_03_01
Categorical

HIGH CORRELATION

Distinct count7
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size78.1 KiB
extremamente baixa
8178
extremamente alta
 
715
média baixa
 
566
muito baixa
 
461
média alta
 
60
Other values (2)
 
20
ValueCountFrequency (%) 
extremamente baixa817881.8%
 
extremamente alta7157.1%
 
média baixa5665.7%
 
muito baixa4614.6%
 
média alta600.6%
 
alta120.1%
 
baixa80.1%
 

Length

Max length18
Median length18
Mean length17.1344
Min length4

ENTREPRENEURSHIP_LEVEL_2020_04_01
Categorical

HIGH CORRELATION

Distinct count7
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size78.1 KiB
extremamente baixa
8178
extremamente alta
 
715
média baixa
 
566
muito baixa
 
461
média alta
 
60
Other values (2)
 
20
ValueCountFrequency (%) 
extremamente baixa817881.8%
 
extremamente alta7157.1%
 
média baixa5665.7%
 
muito baixa4614.6%
 
média alta600.6%
 
alta120.1%
 
baixa80.1%
 

Length

Max length18
Median length18
Mean length17.1344
Min length4

ENTREPRENEURSHIP_LEVEL_2020_05_01
Categorical

HIGH CORRELATION

Distinct count7
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size78.1 KiB
extremamente baixa
8178
extremamente alta
 
715
média baixa
 
566
muito baixa
 
461
média alta
 
60
Other values (2)
 
20
ValueCountFrequency (%) 
extremamente baixa817881.8%
 
extremamente alta7157.1%
 
média baixa5665.7%
 
muito baixa4614.6%
 
média alta600.6%
 
alta120.1%
 
baixa80.1%
 

Length

Max length18
Median length18
Mean length17.1344
Min length4

ENTREPRENEURSHIP_LEVEL_2020_06_01
Categorical

HIGH CORRELATION

Distinct count7
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size78.1 KiB
extremamente baixa
8178
extremamente alta
 
715
média baixa
 
566
muito baixa
 
461
média alta
 
60
Other values (2)
 
20
ValueCountFrequency (%) 
extremamente baixa817881.8%
 
extremamente alta7157.1%
 
média baixa5665.7%
 
muito baixa4614.6%
 
média alta600.6%
 
alta120.1%
 
baixa80.1%
 

Length

Max length18
Median length18
Mean length17.1344
Min length4

ENTREPRENEURSHIP_LEVEL_2020_07_01
Categorical

HIGH CORRELATION

Distinct count7
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size78.1 KiB
extremamente baixa
8178
extremamente alta
 
715
média baixa
 
566
muito baixa
 
461
média alta
 
60
Other values (2)
 
20
ValueCountFrequency (%) 
extremamente baixa817881.8%
 
extremamente alta7157.1%
 
média baixa5665.7%
 
muito baixa4614.6%
 
média alta600.6%
 
alta120.1%
 
baixa80.1%
 

Length

Max length18
Median length18
Mean length17.1344
Min length4

SOCIAL_ASSISTANCE_BENEFIT_2020_01_01
Categorical

HIGH CORRELATION

Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size78.1 KiB
9085
Bolsa Familia
 
911
Seguro Defeso
 
4
ValueCountFrequency (%) 
908590.8%
 
Bolsa Familia9119.1%
 
Seguro Defeso4< 0.1%
 

Length

Max length13
Median length0
Mean length1.1895
Min length0

SOCIAL_ASSISTANCE_BENEFIT_AMOUNT_2020_01_01
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct count160
Unique (%)17.5%
Missing9085
Missing (%)90.8%
Infinite0
Infinite (%)0.0%
Mean165.96939890710382
Minimum35.0
Maximum998.0
Zeros0
Zeros (%)0.0%
Memory size78.1 KiB

Quantile statistics

Minimum35
5-th percentile41
Q189
median130
Q3209
95-th percentile358
Maximum998
Range963
Interquartile range (IQR)120

Descriptive statistics

Standard deviation110.6528921
Coefficient of variation (CV)0.6667065904
Kurtosis12.90677569
Mean165.9693989
Median Absolute Deviation (MAD)45
Skewness2.61202088
Sum151862
Variance12244.06252
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
89830.8%
 
130820.8%
 
171490.5%
 
124420.4%
 
85410.4%
 
41400.4%
 
91370.4%
 
82310.3%
 
163230.2%
 
78190.2%
 
Other values (150)4684.7%
 
(Missing)908590.8%
 
ValueCountFrequency (%) 
354< 0.1%
 
39190.2%
 
41400.4%
 
421< 0.1%
 
46100.1%
 
ValueCountFrequency (%) 
9981< 0.1%
 
9543< 0.1%
 
7911< 0.1%
 
6921< 0.1%
 
5761< 0.1%
 

SOCIAL_ASSISTANCE_BENEFIT_2020_02_01
Categorical

HIGH CORRELATION

Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size78.1 KiB
9082
Bolsa Familia
 
914
Seguro Defeso
 
4
ValueCountFrequency (%) 
908290.8%
 
Bolsa Familia9149.1%
 
Seguro Defeso4< 0.1%
 

Length

Max length13
Median length0
Mean length1.1934
Min length0

SOCIAL_ASSISTANCE_BENEFIT_AMOUNT_2020_02_01
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct count161
Unique (%)17.5%
Missing9082
Missing (%)90.8%
Infinite0
Infinite (%)0.0%
Mean165.7058823529412
Minimum35.0
Maximum1039.0
Zeros0
Zeros (%)0.0%
Memory size78.1 KiB

Quantile statistics

Minimum35
5-th percentile41
Q189
median130
Q3209
95-th percentile358
Maximum1039
Range1004
Interquartile range (IQR)120

Descriptive statistics

Standard deviation111.3482291
Coefficient of variation (CV)0.6719630439
Kurtosis13.88568085
Mean165.7058824
Median Absolute Deviation (MAD)45
Skewness2.698018112
Sum152118
Variance12398.42812
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
89840.8%
 
130820.8%
 
171490.5%
 
124420.4%
 
41420.4%
 
85410.4%
 
91370.4%
 
82310.3%
 
163230.2%
 
212190.2%
 
Other values (151)4684.7%
 
(Missing)908290.8%
 
ValueCountFrequency (%) 
354< 0.1%
 
39190.2%
 
41420.4%
 
421< 0.1%
 
46100.1%
 
ValueCountFrequency (%) 
10391< 0.1%
 
9981< 0.1%
 
9542< 0.1%
 
7911< 0.1%
 
6921< 0.1%
 

SOCIAL_ASSISTANCE_BENEFIT_2020_03_01
Categorical

HIGH CORRELATION

Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size78.1 KiB
9082
Bolsa Familia
 
914
Seguro Defeso
 
4
ValueCountFrequency (%) 
908290.8%
 
Bolsa Familia9149.1%
 
Seguro Defeso4< 0.1%
 

Length

Max length13
Median length0
Mean length1.1934
Min length0

SOCIAL_ASSISTANCE_BENEFIT_AMOUNT_2020_03_01
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct count161
Unique (%)17.5%
Missing9082
Missing (%)90.8%
Infinite0
Infinite (%)0.0%
Mean165.7058823529412
Minimum35.0
Maximum1039.0
Zeros0
Zeros (%)0.0%
Memory size78.1 KiB

Quantile statistics

Minimum35
5-th percentile41
Q189
median130
Q3209
95-th percentile358
Maximum1039
Range1004
Interquartile range (IQR)120

Descriptive statistics

Standard deviation111.3482291
Coefficient of variation (CV)0.6719630439
Kurtosis13.88568085
Mean165.7058824
Median Absolute Deviation (MAD)45
Skewness2.698018112
Sum152118
Variance12398.42812
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
89840.8%
 
130820.8%
 
171490.5%
 
124420.4%
 
41420.4%
 
85410.4%
 
91370.4%
 
82310.3%
 
163230.2%
 
212190.2%
 
Other values (151)4684.7%
 
(Missing)908290.8%
 
ValueCountFrequency (%) 
354< 0.1%
 
39190.2%
 
41420.4%
 
421< 0.1%
 
46100.1%
 
ValueCountFrequency (%) 
10391< 0.1%
 
9981< 0.1%
 
9542< 0.1%
 
7911< 0.1%
 
6921< 0.1%
 

SOCIAL_ASSISTANCE_BENEFIT_2020_04_01
Categorical

HIGH CORRELATION

Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size78.1 KiB
9075
Bolsa Familia
 
921
Seguro Defeso
 
4
ValueCountFrequency (%) 
907590.8%
 
Bolsa Familia9219.2%
 
Seguro Defeso4< 0.1%
 

Length

Max length13
Median length0
Mean length1.2025
Min length0

SOCIAL_ASSISTANCE_BENEFIT_AMOUNT_2020_04_01
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct count162
Unique (%)17.5%
Missing9075
Missing (%)90.8%
Infinite0
Infinite (%)0.0%
Mean164.5210810810811
Minimum0.0
Maximum1039.0
Zeros1
Zeros (%)< 0.1%
Memory size78.1 KiB

Quantile statistics

Minimum0
5-th percentile41
Q189
median130
Q3209
95-th percentile358
Maximum1039
Range1039
Interquartile range (IQR)120

Descriptive statistics

Standard deviation108.1733059
Coefficient of variation (CV)0.657504225
Kurtosis12.86160018
Mean164.5210811
Median Absolute Deviation (MAD)45
Skewness2.528123349
Sum152182
Variance11701.46411
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
89850.9%
 
130820.8%
 
171500.5%
 
41430.4%
 
124420.4%
 
85410.4%
 
91380.4%
 
82310.3%
 
163230.2%
 
212190.2%
 
Other values (152)4714.7%
 
(Missing)907590.8%
 
ValueCountFrequency (%) 
01< 0.1%
 
354< 0.1%
 
39190.2%
 
41430.4%
 
421< 0.1%
 
ValueCountFrequency (%) 
10391< 0.1%
 
9981< 0.1%
 
9541< 0.1%
 
7911< 0.1%
 
6921< 0.1%
 

SOCIAL_ASSISTANCE_BENEFIT_2020_05_01
Categorical

HIGH CORRELATION

Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size78.1 KiB
9031
Bolsa Familia
 
965
Seguro Defeso
 
4
ValueCountFrequency (%) 
903190.3%
 
Bolsa Familia9659.7%
 
Seguro Defeso4< 0.1%
 

Length

Max length13
Median length0
Mean length1.2597
Min length0

SOCIAL_ASSISTANCE_BENEFIT_AMOUNT_2020_05_01
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct count163
Unique (%)16.8%
Missing9031
Missing (%)90.3%
Infinite0
Infinite (%)0.0%
Mean163.109391124871
Minimum0.0
Maximum1039.0
Zeros1
Zeros (%)< 0.1%
Memory size78.1 KiB

Quantile statistics

Minimum0
5-th percentile41
Q189
median130
Q3209
95-th percentile357.6
Maximum1039
Range1039
Interquartile range (IQR)120

Descriptive statistics

Standard deviation106.9373146
Coefficient of variation (CV)0.655617153
Kurtosis13.00620014
Mean163.1093911
Median Absolute Deviation (MAD)45
Skewness2.532897308
Sum158053
Variance11435.58926
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
89920.9%
 
130850.9%
 
171540.5%
 
91500.5%
 
41470.5%
 
124420.4%
 
85410.4%
 
82320.3%
 
163230.2%
 
212190.2%
 
Other values (153)4844.8%
 
(Missing)903190.3%
 
ValueCountFrequency (%) 
01< 0.1%
 
354< 0.1%
 
39190.2%
 
41470.5%
 
421< 0.1%
 
ValueCountFrequency (%) 
10391< 0.1%
 
9981< 0.1%
 
9541< 0.1%
 
7911< 0.1%
 
6921< 0.1%
 

SOCIAL_ASSISTANCE_BENEFIT_2020_06_01
Categorical

HIGH CORRELATION

Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size78.1 KiB
9027
Bolsa Familia
 
969
Seguro Defeso
 
4
ValueCountFrequency (%) 
902790.3%
 
Bolsa Familia9699.7%
 
Seguro Defeso4< 0.1%
 

Length

Max length13
Median length0
Mean length1.2649
Min length0

SOCIAL_ASSISTANCE_BENEFIT_AMOUNT_2020_06_01
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct count163
Unique (%)16.8%
Missing9027
Missing (%)90.3%
Infinite0
Infinite (%)0.0%
Mean162.8016443987667
Minimum0.0
Maximum1039.0
Zeros1
Zeros (%)< 0.1%
Memory size78.1 KiB

Quantile statistics

Minimum0
5-th percentile41
Q189
median130
Q3209
95-th percentile357.4
Maximum1039
Range1039
Interquartile range (IQR)120

Descriptive statistics

Standard deviation106.8438185
Coefficient of variation (CV)0.6562821828
Kurtosis13.02731283
Mean162.8016444
Median Absolute Deviation (MAD)45
Skewness2.535535563
Sum158406
Variance11415.60156
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
89920.9%
 
130860.9%
 
171540.5%
 
91520.5%
 
41480.5%
 
124420.4%
 
85410.4%
 
82320.3%
 
163230.2%
 
212190.2%
 
Other values (153)4844.8%
 
(Missing)902790.3%
 
ValueCountFrequency (%) 
01< 0.1%
 
354< 0.1%
 
39190.2%
 
41480.5%
 
421< 0.1%
 
ValueCountFrequency (%) 
10391< 0.1%
 
9981< 0.1%
 
9541< 0.1%
 
7911< 0.1%
 
6921< 0.1%
 

SOCIAL_ASSISTANCE_BENEFIT_2020_07_01
Categorical

HIGH CORRELATION

Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size78.1 KiB
9027
Bolsa Familia
 
969
Seguro Defeso
 
4
ValueCountFrequency (%) 
902790.3%
 
Bolsa Familia9699.7%
 
Seguro Defeso4< 0.1%
 

Length

Max length13
Median length0
Mean length1.2649
Min length0

SOCIAL_ASSISTANCE_BENEFIT_AMOUNT_2020_07_01
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct count163
Unique (%)16.8%
Missing9027
Missing (%)90.3%
Infinite0
Infinite (%)0.0%
Mean162.8016443987667
Minimum0.0
Maximum1039.0
Zeros1
Zeros (%)< 0.1%
Memory size78.1 KiB

Quantile statistics

Minimum0
5-th percentile41
Q189
median130
Q3209
95-th percentile357.4
Maximum1039
Range1039
Interquartile range (IQR)120

Descriptive statistics

Standard deviation106.8438185
Coefficient of variation (CV)0.6562821828
Kurtosis13.02731283
Mean162.8016444
Median Absolute Deviation (MAD)45
Skewness2.535535563
Sum158406
Variance11415.60156
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
89920.9%
 
130860.9%
 
171540.5%
 
91520.5%
 
41480.5%
 
124420.4%
 
85410.4%
 
82320.3%
 
163230.2%
 
212190.2%
 
Other values (153)4844.8%
 
(Missing)902790.3%
 
ValueCountFrequency (%) 
01< 0.1%
 
354< 0.1%
 
39190.2%
 
41480.5%
 
421< 0.1%
 
ValueCountFrequency (%) 
10391< 0.1%
 
9981< 0.1%
 
9541< 0.1%
 
7911< 0.1%
 
6921< 0.1%
 

SOCIAL_ASSISTANCE_BENEFIT_AVG_AMOUNT_2020
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct count163
Unique (%)16.8%
Missing9027
Missing (%)90.3%
Infinite0
Infinite (%)0.0%
Mean163.20760534429598
Minimum35.0
Maximum1026.0
Zeros0
Zeros (%)0.0%
Memory size78.1 KiB

Quantile statistics

Minimum35
5-th percentile41
Q189
median130
Q3209
95-th percentile358
Maximum1026
Range991
Interquartile range (IQR)120

Descriptive statistics

Standard deviation106.8960211
Coefficient of variation (CV)0.6549696067
Kurtosis12.7094928
Mean163.2076053
Median Absolute Deviation (MAD)45
Skewness2.511592671
Sum158801
Variance11426.75932
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
89920.9%
 
130860.9%
 
171540.5%
 
91520.5%
 
41480.5%
 
124420.4%
 
85410.4%
 
82320.3%
 
163230.2%
 
212190.2%
 
Other values (153)4844.8%
 
(Missing)902790.3%
 
ValueCountFrequency (%) 
354< 0.1%
 
39190.2%
 
41480.5%
 
421< 0.1%
 
46100.1%
 
ValueCountFrequency (%) 
10261< 0.1%
 
9981< 0.1%
 
9541< 0.1%
 
7911< 0.1%
 
6921< 0.1%
 

SOCIAL_ASSISTANCE_BENEFIT_TOTAL_AMOUNT_2020
Real number (ℝ≥0)

HIGH CORRELATION
ZEROS

Distinct count188
Unique (%)1.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean108.3145
Minimum0
Maximum7188
Zeros9027
Zeros (%)90.3%
Memory size78.1 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile910
Maximum7188
Range7188
Interquartile range (IQR)0

Descriptive statistics

Standard deviation406.1246928
Coefficient of variation (CV)3.749495154
Kurtosis46.63696389
Mean108.3145
Median Absolute Deviation (MAD)0
Skewness5.543040334
Sum1083145
Variance164937.2661
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0902790.3%
 
623830.8%
 
910820.8%
 
1197490.5%
 
868420.4%
 
595410.4%
 
287400.4%
 
637370.4%
 
273310.3%
 
574310.3%
 
Other values (178)5375.4%
 
ValueCountFrequency (%) 
0902790.3%
 
821< 0.1%
 
1234< 0.1%
 
1641< 0.1%
 
1822< 0.1%
 
ValueCountFrequency (%) 
71881< 0.1%
 
69861< 0.1%
 
66781< 0.1%
 
55371< 0.1%
 
48441< 0.1%
 

SOCIAL_ASSISTANCE_BENEFIT
Categorical

HIGH CORRELATION

Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size78.1 KiB
0
9027
Bolsa Familia
 
969
Seguro Defeso
 
4
ValueCountFrequency (%) 
0902790.3%
 
Bolsa Familia9699.7%
 
Seguro Defeso4< 0.1%
 

Length

Max length13
Median length1
Mean length2.1676
Min length1
Distinct count6
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size78.1 KiB
4878
1
2261
2 a 2
2206
3 a 4
 
556
4 a 10
 
96
ValueCountFrequency (%) 
487848.8%
 
1226122.6%
 
2 a 2 220622.1%
 
3 a 4 5565.6%
 
4 a 10 961.0%
 
53< 0.1%
 

Length

Max length7
Median length1
Mean length1.9508
Min length0
Distinct count6
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size78.1 KiB
4878
2
2261
4
2206
10
 
556
20
 
96
ValueCountFrequency (%) 
487848.8%
 
2226122.6%
 
4220622.1%
 
105565.6%
 
20961.0%
 
CIMA DE 203< 0.1%
 

Length

Max length10
Median length2
Mean length1.092
Min length0
Distinct count6
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size78.1 KiB
4878
1
2261
2 a 2
2206
3 a 4
 
556
4 a 10
 
96
ValueCountFrequency (%) 
487848.8%
 
1226122.6%
 
2 a 2 220622.1%
 
3 a 4 5565.6%
 
4 a 10 961.0%
 
53< 0.1%
 

Length

Max length7
Median length1
Mean length1.9508
Min length0
Distinct count6
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size78.1 KiB
4878
2
2261
4
2206
10
 
556
20
 
96
ValueCountFrequency (%) 
487848.8%
 
2226122.6%
 
4220622.1%
 
105565.6%
 
20961.0%
 
CIMA DE 203< 0.1%
 

Length

Max length10
Median length2
Mean length1.092
Min length0
Distinct count6
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size78.1 KiB
4878
1
2261
2 a 2
2206
3 a 4
 
556
4 a 10
 
96
ValueCountFrequency (%) 
487848.8%
 
1226122.6%
 
2 a 2 220622.1%
 
3 a 4 5565.6%
 
4 a 10 961.0%
 
53< 0.1%
 

Length

Max length7
Median length1
Mean length1.9508
Min length0
Distinct count6
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size78.1 KiB
4878
2
2261
4
2206
10
 
556
20
 
96
ValueCountFrequency (%) 
487848.8%
 
2226122.6%
 
4220622.1%
 
105565.6%
 
20961.0%
 
CIMA DE 203< 0.1%
 

Length

Max length10
Median length2
Mean length1.092
Min length0
Distinct count6
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size78.1 KiB
4878
1
2261
2 a 2
2206
3 a 4
 
556
4 a 10
 
96
ValueCountFrequency (%) 
487848.8%
 
1226122.6%
 
2 a 2 220622.1%
 
3 a 4 5565.6%
 
4 a 10 961.0%
 
53< 0.1%
 

Length

Max length7
Median length1
Mean length1.9508
Min length0
Distinct count6
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size78.1 KiB
4878
2
2261
4
2206
10
 
556
20
 
96
ValueCountFrequency (%) 
487848.8%
 
2226122.6%
 
4220622.1%
 
105565.6%
 
20961.0%
 
CIMA DE 203< 0.1%
 

Length

Max length10
Median length2
Mean length1.092
Min length0
Distinct count6
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size78.1 KiB
4878
1
2261
2 a 2
2206
3 a 4
 
556
4 a 10
 
96
ValueCountFrequency (%) 
487848.8%
 
1226122.6%
 
2 a 2 220622.1%
 
3 a 4 5565.6%
 
4 a 10 961.0%
 
53< 0.1%
 

Length

Max length7
Median length1
Mean length1.9508
Min length0
Distinct count6
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size78.1 KiB
4878
2
2261
4
2206
10
 
556
20
 
96
ValueCountFrequency (%) 
487848.8%
 
2226122.6%
 
4220622.1%
 
105565.6%
 
20961.0%
 
CIMA DE 203< 0.1%
 

Length

Max length10
Median length2
Mean length1.092
Min length0
Distinct count6
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size78.1 KiB
4878
1
2261
2 a 2
2206
3 a 4
 
556
4 a 10
 
96
ValueCountFrequency (%) 
487848.8%
 
1226122.6%
 
2 a 2 220622.1%
 
3 a 4 5565.6%
 
4 a 10 961.0%
 
53< 0.1%
 

Length

Max length7
Median length1
Mean length1.9508
Min length0
Distinct count6
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size78.1 KiB
4878
2
2261
4
2206
10
 
556
20
 
96
ValueCountFrequency (%) 
487848.8%
 
2226122.6%
 
4220622.1%
 
105565.6%
 
20961.0%
 
CIMA DE 203< 0.1%
 

Length

Max length10
Median length2
Mean length1.092
Min length0
Distinct count6
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size78.1 KiB
4878
1
2261
2 a 2
2206
3 a 4
 
556
4 a 10
 
96
ValueCountFrequency (%) 
487848.8%
 
1226122.6%
 
2 a 2 220622.1%
 
3 a 4 5565.6%
 
4 a 10 961.0%
 
53< 0.1%
 

Length

Max length7
Median length1
Mean length1.9508
Min length0
Distinct count6
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size78.1 KiB
4878
2
2261
4
2206
10
 
556
20
 
96
ValueCountFrequency (%) 
487848.8%
 
2226122.6%
 
4220622.1%
 
105565.6%
 
20961.0%
 
CIMA DE 203< 0.1%
 

Length

Max length10
Median length2
Mean length1.092
Min length0

Interactions

Correlations

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Missing values

Sample

First rows

STATEEMPLOYMENT_STABILITY_2020_01_01EMPLOYMENT_STABILITY_2020_02_01EMPLOYMENT_STABILITY_2020_03_01EMPLOYMENT_STABILITY_2020_04_01EMPLOYMENT_STABILITY_2020_05_01EMPLOYMENT_STABILITY_2020_06_01EMPLOYMENT_STABILITY_2020_07_01ENTREPRENEURSHIP_LEVEL_2020_01_01ENTREPRENEURSHIP_LEVEL_2020_02_01ENTREPRENEURSHIP_LEVEL_2020_03_01ENTREPRENEURSHIP_LEVEL_2020_04_01ENTREPRENEURSHIP_LEVEL_2020_05_01ENTREPRENEURSHIP_LEVEL_2020_06_01ENTREPRENEURSHIP_LEVEL_2020_07_01SOCIAL_ASSISTANCE_BENEFIT_2020_01_01SOCIAL_ASSISTANCE_BENEFIT_AMOUNT_2020_01_01SOCIAL_ASSISTANCE_BENEFIT_2020_02_01SOCIAL_ASSISTANCE_BENEFIT_AMOUNT_2020_02_01SOCIAL_ASSISTANCE_BENEFIT_2020_03_01SOCIAL_ASSISTANCE_BENEFIT_AMOUNT_2020_03_01SOCIAL_ASSISTANCE_BENEFIT_2020_04_01SOCIAL_ASSISTANCE_BENEFIT_AMOUNT_2020_04_01SOCIAL_ASSISTANCE_BENEFIT_2020_05_01SOCIAL_ASSISTANCE_BENEFIT_AMOUNT_2020_05_01SOCIAL_ASSISTANCE_BENEFIT_2020_06_01SOCIAL_ASSISTANCE_BENEFIT_AMOUNT_2020_06_01SOCIAL_ASSISTANCE_BENEFIT_2020_07_01SOCIAL_ASSISTANCE_BENEFIT_AMOUNT_2020_07_01SOCIAL_ASSISTANCE_BENEFIT_AVG_AMOUNT_2020SOCIAL_ASSISTANCE_BENEFIT_TOTAL_AMOUNT_2020SOCIAL_ASSISTANCE_BENEFITMINIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_01_01MAXIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_01_01MINIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_02_01MAXIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_02_01MINIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_03_01MAXIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_03_01MINIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_04_01MAXIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_04_01MINIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_05_01MAXIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_05_01MINIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_06_01MAXIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_06_01MINIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_07_01MAXIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_07_01
0SPextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaNaNNaNNaNNaNNaNNaNNaNNaN003 a 4103 a 4103 a 4103 a 4103 a 4103 a 4103 a 410
1SPextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaNaNNaNNaNNaNNaNNaNNaNNaN0012121212121212
2SPextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaNaNNaNNaNNaNNaNNaNNaNNaN002 a 242 a 242 a 242 a 242 a 242 a 242 a 24
3RJextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixamédia baixamédia baixamédia baixamédia baixamédia baixamédia baixamédia baixaNaNNaNNaNNaNNaNNaNNaNNaN004 a 10204 a 10204 a 10204 a 10204 a 10204 a 10204 a 1020
4SPextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixamuito baixamuito baixamuito baixamuito baixamuito baixamuito baixamuito baixaNaNNaNNaNNaNNaNNaNNaNNaN00
5MGextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaNaNNaNNaNNaNNaNNaNNaNNaN00
6MSextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaNaNNaNNaNNaNNaNNaNNaNNaN0012121212121212
7SPextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaNaNNaNNaNNaNNaNNaNNaNNaN002 a 242 a 242 a 242 a 242 a 242 a 242 a 24
8SCextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaNaNNaNNaNNaNNaNNaNNaNNaN00
9MAextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaNaNNaNNaNNaNNaNNaNNaNNaN00

Last rows

STATEEMPLOYMENT_STABILITY_2020_01_01EMPLOYMENT_STABILITY_2020_02_01EMPLOYMENT_STABILITY_2020_03_01EMPLOYMENT_STABILITY_2020_04_01EMPLOYMENT_STABILITY_2020_05_01EMPLOYMENT_STABILITY_2020_06_01EMPLOYMENT_STABILITY_2020_07_01ENTREPRENEURSHIP_LEVEL_2020_01_01ENTREPRENEURSHIP_LEVEL_2020_02_01ENTREPRENEURSHIP_LEVEL_2020_03_01ENTREPRENEURSHIP_LEVEL_2020_04_01ENTREPRENEURSHIP_LEVEL_2020_05_01ENTREPRENEURSHIP_LEVEL_2020_06_01ENTREPRENEURSHIP_LEVEL_2020_07_01SOCIAL_ASSISTANCE_BENEFIT_2020_01_01SOCIAL_ASSISTANCE_BENEFIT_AMOUNT_2020_01_01SOCIAL_ASSISTANCE_BENEFIT_2020_02_01SOCIAL_ASSISTANCE_BENEFIT_AMOUNT_2020_02_01SOCIAL_ASSISTANCE_BENEFIT_2020_03_01SOCIAL_ASSISTANCE_BENEFIT_AMOUNT_2020_03_01SOCIAL_ASSISTANCE_BENEFIT_2020_04_01SOCIAL_ASSISTANCE_BENEFIT_AMOUNT_2020_04_01SOCIAL_ASSISTANCE_BENEFIT_2020_05_01SOCIAL_ASSISTANCE_BENEFIT_AMOUNT_2020_05_01SOCIAL_ASSISTANCE_BENEFIT_2020_06_01SOCIAL_ASSISTANCE_BENEFIT_AMOUNT_2020_06_01SOCIAL_ASSISTANCE_BENEFIT_2020_07_01SOCIAL_ASSISTANCE_BENEFIT_AMOUNT_2020_07_01SOCIAL_ASSISTANCE_BENEFIT_AVG_AMOUNT_2020SOCIAL_ASSISTANCE_BENEFIT_TOTAL_AMOUNT_2020SOCIAL_ASSISTANCE_BENEFITMINIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_01_01MAXIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_01_01MINIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_02_01MAXIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_02_01MINIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_03_01MAXIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_03_01MINIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_04_01MAXIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_04_01MINIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_05_01MAXIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_05_01MINIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_06_01MAXIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_06_01MINIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_07_01MAXIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_07_01
9990extremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaNaNNaNNaNNaNNaNNaNNaNNaN00
9991extremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente altaextremamente altaextremamente altaextremamente altaextremamente altaextremamente altaextremamente altaNaNNaNNaNNaNNaNNaNNaNNaN00
9992extremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaNaNNaNNaNNaNNaNNaNNaNNaN00
9993extremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaNaNNaNNaNNaNNaNNaNNaNNaN00
9994extremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaNaNNaNNaNNaNNaNNaNNaNNaN00
9995extremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaBolsa Familia130.0Bolsa Familia130.0Bolsa Familia130.0Bolsa Familia130.0Bolsa Familia130.0Bolsa Familia130.0Bolsa Familia130.0130.0910Bolsa Familia
9996extremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente altaextremamente altaextremamente altaextremamente altaextremamente altaextremamente altaextremamente altaNaNNaNNaNNaNNaNNaNNaNNaN00
9997extremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaBolsa Familia85.0Bolsa Familia85.0Bolsa Familia85.0Bolsa Familia85.0Bolsa Familia85.0Bolsa Familia85.0Bolsa Familia85.085.0595Bolsa Familia
9998extremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaNaNNaNNaNNaNNaNNaNNaNNaN00
9999extremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaNaNNaNNaNNaNNaNNaNNaNNaN00

Duplicate rows

Most frequent

STATEEMPLOYMENT_STABILITY_2020_01_01EMPLOYMENT_STABILITY_2020_02_01EMPLOYMENT_STABILITY_2020_03_01EMPLOYMENT_STABILITY_2020_04_01EMPLOYMENT_STABILITY_2020_05_01EMPLOYMENT_STABILITY_2020_06_01EMPLOYMENT_STABILITY_2020_07_01ENTREPRENEURSHIP_LEVEL_2020_01_01ENTREPRENEURSHIP_LEVEL_2020_02_01ENTREPRENEURSHIP_LEVEL_2020_03_01ENTREPRENEURSHIP_LEVEL_2020_04_01ENTREPRENEURSHIP_LEVEL_2020_05_01ENTREPRENEURSHIP_LEVEL_2020_06_01ENTREPRENEURSHIP_LEVEL_2020_07_01SOCIAL_ASSISTANCE_BENEFIT_2020_01_01SOCIAL_ASSISTANCE_BENEFIT_AMOUNT_2020_01_01SOCIAL_ASSISTANCE_BENEFIT_2020_02_01SOCIAL_ASSISTANCE_BENEFIT_AMOUNT_2020_02_01SOCIAL_ASSISTANCE_BENEFIT_2020_03_01SOCIAL_ASSISTANCE_BENEFIT_AMOUNT_2020_03_01SOCIAL_ASSISTANCE_BENEFIT_2020_04_01SOCIAL_ASSISTANCE_BENEFIT_AMOUNT_2020_04_01SOCIAL_ASSISTANCE_BENEFIT_2020_05_01SOCIAL_ASSISTANCE_BENEFIT_AMOUNT_2020_05_01SOCIAL_ASSISTANCE_BENEFIT_2020_06_01SOCIAL_ASSISTANCE_BENEFIT_AMOUNT_2020_06_01SOCIAL_ASSISTANCE_BENEFIT_2020_07_01SOCIAL_ASSISTANCE_BENEFIT_AMOUNT_2020_07_01SOCIAL_ASSISTANCE_BENEFIT_AVG_AMOUNT_2020SOCIAL_ASSISTANCE_BENEFIT_TOTAL_AMOUNT_2020SOCIAL_ASSISTANCE_BENEFITMINIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_01_01MAXIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_01_01MINIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_02_01MAXIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_02_01MINIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_03_01MAXIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_03_01MINIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_04_01MAXIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_04_01MINIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_05_01MAXIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_05_01MINIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_06_01MAXIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_06_01MINIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_07_01MAXIMUM_ESTIMATED_INCOME_emSalariosMinimos_2020_07_01count
94SPextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaBolsa Familia89.0Bolsa Familia89.0Bolsa Familia89.0Bolsa Familia89.0Bolsa Familia89.0Bolsa Familia89.0Bolsa Familia89.089.0623Bolsa Familia14
31MAextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaBolsa Familia89.0Bolsa Familia89.0Bolsa Familia89.0Bolsa Familia89.0Bolsa Familia89.0Bolsa Familia89.0Bolsa Familia89.089.0623Bolsa Familia10
35MAextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaBolsa Familia130.0Bolsa Familia130.0Bolsa Familia130.0Bolsa Familia130.0Bolsa Familia130.0Bolsa Familia130.0Bolsa Familia130.0130.0910Bolsa Familia10
102SPextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaBolsa Familia130.0Bolsa Familia130.0Bolsa Familia130.0Bolsa Familia130.0Bolsa Familia130.0Bolsa Familia130.0Bolsa Familia130.0130.0910Bolsa Familia10
96SPextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaBolsa Familia91.0Bolsa Familia91.0Bolsa Familia91.0Bolsa Familia91.0Bolsa Familia91.0Bolsa Familia91.0Bolsa Familia91.091.0637Bolsa Familia9
110SPextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaBolsa Familia171.0Bolsa Familia171.0Bolsa Familia171.0Bolsa Familia171.0Bolsa Familia171.0Bolsa Familia171.0Bolsa Familia171.0171.01197Bolsa Familia9
87SPextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaBolsa Familia82.0Bolsa Familia82.0Bolsa Familia82.0Bolsa Familia82.0Bolsa Familia82.0Bolsa Familia82.0Bolsa Familia82.082.0574Bolsa Familia7
3extremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaBolsa Familia171.0Bolsa Familia171.0Bolsa Familia171.0Bolsa Familia171.0Bolsa Familia171.0Bolsa Familia171.0Bolsa Familia171.0171.01197Bolsa Familia6
84SPextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaBolsa Familia41.0Bolsa Familia41.0Bolsa Familia41.0Bolsa Familia41.0Bolsa Familia41.0Bolsa Familia41.0Bolsa Familia41.041.0287Bolsa Familia6
56MGextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaextremamente baixaBolsa Familia130.0Bolsa Familia130.0Bolsa Familia130.0Bolsa Familia130.0Bolsa Familia130.0Bolsa Familia130.0Bolsa Familia130.0130.0910Bolsa Familia121212121212125